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ATS checker · the rubric

Every point on the score, published.

Two scores out of 100. Quality is always on and checks how the resume parses and reads. Match appears when you paste a JD and checks keyword fit. Most checks are deterministic rules; a small share uses a fixed-anchor model rubric at temperature 0, so the same resume gets the same score.

A · Resume Quality · always on · 100 points

What the Quality Score checks

CategoryWeightChecks (points)
Parseability / Format30
  • Single column, no tables (8)
  • Preset headings present and ordered (6)
  • Contact fields parsed: name, phone, email (6)
  • Dates with months (4)
  • Text PDF, embedded fonts, under 1 MB (3)
  • No photo or graphics outside the Government template (3)
Content Impact30
  • Bullets with a metric (10)
  • Strong verbs, no 'responsible for' (8)
  • 8–25 words per bullet (4)
  • Summary with a title and keywords (4)
  • No generic, duplicate or AI-cadence bullets (4)
Completeness20
  • 10–20 skills, grouped (6)
  • Each role or project has title, org, dates, 2–5 bullets (6)
  • Education with degree, institution, year, grade (4)
  • Links as text (2)
  • Certifications where the role expects them (2)
Hygiene20
  • Length matches experience (6)
  • No objective, declaration, references or personal block in corporate presets (5)
  • No Aadhaar, PAN, passport or bank numbers: hard fail to 0 (3)
  • Spelling and tense (4)
  • Professional email, one phone number (2)
Total100

B · JD Match · when you paste a JD · 100 points

What the Match Score checks

CategoryWeightChecks (points)
Hard skills coverage45
  • Must-haves count double
  • Exact or alias 1.0, synonym 0.8, evidence in a bullet 0.5
  • JD frequency up-weights
Title alignment15
  • Exact or normalised title in summary or latest role
  • Related title gets half
Experience and education requirements15
  • Years in range (8)
  • Degree level (7)
  • Only if the JD states them; else points move to skills
Soft skills and domain keywords10
  • Coverage of the remaining JD terms
Keyword distribution10
  • Matched skill appears in Skills and in at least one bullet
  • Penalty beyond 5 repeats
Searchability5
  • Headings, contact, parseable dates
Total100

Bands

Needs work

0–59

Good

60–79

Strong

80–100

Targets: Quality 85 or more, Match 75 or more. Integers only. No decimals, no percentiles.

Scores are an estimate of parse-safety and keyword fit, not a prediction from any specific employer's ATS.

Rubric source: published spec (static copy)

Integrity

Things that set the score to zero

  • Hidden, white, off-page or microscopic text, or instructions aimed at AI screeners.
  • An Aadhaar, PAN, passport, bank account or UAN number anywhere in the document.
  • Keyword stuffing: a matched skill repeated more than five times without evidence in a bullet.

These are not style points. Detectors flag them and candidates are usually disqualified. The builder refuses to produce them and the checker reports them plainly.